{"id":"W2769078647","doi":"10.1148/radiol.2017171849","title":"Breast Cancer Recurrence after Initial Detection with Screening US","year":2017,"lang":"en","type":"letter","venue":"Radiology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"B.C. Women's Hospital & Health Centre; University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Cancer; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001193434,0.0004045067,0.0006745684,0.0007190761,0.001608561,0.001501149,0.00099608,0.01403705,0.003147669],"category_scores_gemma":[0.0145287,0.0004134871,0.00082563,0.0006471255,0.001208652,0.001228739,0.0005387145,0.01043633,0.001661244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002400297,"about_ca_system_score_gemma":0.001370834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002650622,"about_ca_topic_score_gemma":0.004440406,"domain_scores_codex":[0.999035,0.0003188906,0.0001305761,0.0001206791,0.0001719713,0.0002229617],"domain_scores_gemma":[0.996002,0.002476116,0.0003766885,0.0002322253,0.0003794463,0.0005333825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005448935,0.0003213422,0.05510997,0.0001598469,0.00008527885,0.4260247,0.0005619592,0.0003558735,0.001485758,0.004760977,0.4591416,0.05144771],"study_design_scores_gemma":[0.0004077854,0.000675855,0.03244727,0.0008237128,0.0003138875,0.5716835,0.002322234,0.004253468,0.003728765,0.02059466,0.3625959,0.000153078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02806385,0.004368791,0.0005165363,0.9379629,0.01299735,0.00004494681,0.0001710342,0.0000639718,0.01581068],"genre_scores_gemma":[0.284593,0.007692812,0.001493373,0.5884923,0.09876715,0.00009418044,0.0003157896,0.00008935825,0.01846205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01403705,"threshold_uncertainty_score":0.0174154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212430160629411,"score_gpt":0.2668363992064089,"score_spread":0.2547120976001148,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}